Browsing NTNU Open by Author "Sizov, Gleb"
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Automating Problem Analysis Using Knowledge Extracted from Text
Sizov, Gleb (Doctoral theses at NTNU;2017:94, Doctoral thesis, 2017)In the knowledge economy, it is important to utilize existing knowledge effectively. Most of the knowledge people generate is captured in textual form, which makes the ability to read and apply the knowledge contained in ... -
Cloud Backup Architectures Resistant to Ransomware Attacks
Egge, Torstein Martinsheimen; Jonuzi, Omer; Stemland, Åsmund Hunderi (Bachelor thesis, 2022)Løsepengevirusangrep har sett en økning globalt de siste årene. De representerer en alvorlig trussel mot enhver bedrifts data, omdømme og operasjonelle kapabiliteter. Sikkerhetskopier er en essensiell del av en effektiv ... -
Explain errors and improve timeseries forecasting models using XAI
Hossain, Md Amjad (Master thesis, 2023)Tidsserieprognoser er avgjørende for finansinstitusjoner og bransjer, og krever forskjellige modeller for forskjellige årstider og tidslinjer for å oppnå nøyaktige spådommer. Uventede feil oppstår imidlertid ofte på grunn ... -
Extraction-Based Automatic Summarization: Theoretical and Empirical Investigation of Summarization Techniques
Sizov, Gleb (Master thesis, 2010)A summary is a shortened version of a text that contains the main points of the original content. Automatic summarization is the task of generating a summary by a computer. For example, given a collection of news articles ... -
Transfer Learning for HVAC Control using Deep Reinforcement Learning
Flagstad, Tinus Sola; Iveland, Torjus Tønnessen (Master thesis, 2021)